<!-- saved from url=(0022)http://internet.e-mail -->
<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
<head>
<meta name="Generator" content="SAS Software, see www.sas.com" sasversion="9.1">
<meta http-equiv="Content-type" content="text/html; charset=windows-1252">
<title>SAS Output</title>
<style type="text/css">
<!--
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{
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{
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{
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{
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.PageNo
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.HeaderFixed
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{
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.DataFixed
{
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}
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{
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}
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{
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}
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{
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}
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{
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  color: #0033AA;
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}
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{
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  color: #002288;
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}
.FatalContentFixed
{
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}
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{
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{
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  font-style: normal;
  color: #0033AA;
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  margin-left: 8px;
  margin-right: 8px;
  list-style-type: decimal;
}
.RowFooterStrong
{
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  color: #0033AA;
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}
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{
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  font-weight: normal;
  font-style: normal;
  color: #002288;
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}
.HeadersAndFooters
{
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  font-weight: bold;
  font-style: normal;
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}
.RowHeaderEmphasisFixed
{
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  color: #0033AA;
  background-color: #B0B0B0;
}
.ErrorBanner
{
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  font-size: small;
  font-weight: bold;
  font-style: normal;
  color: #002288;
  background-color: #E0E0E0;
}
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{
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  color: #002288;
  list-style-type: decimal;
}
.RowHeaderStrong
{
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  font-size: medium;
  font-weight: bold;
  font-style: normal;
  color: #0033AA;
  background-color: #B0B0B0;
}
.PagesItem
{
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  font-weight: normal;
  font-style: normal;
  color: #0033AA;
  list-style-type: NONE;
}
.RowHeader
{
  font-family: Arial, Helvetica, sans-serif;
  font-size: medium;
  font-weight: bold;
  font-style: normal;
  color: #0033AA;
  background-color: #B0B0B0;
}
.FooterStrongFixed
{
  font-family: Courier New, Courier, monospace;
  font-size: x-small;
  font-weight: bold;
  font-style: normal;
  color: #0033AA;
  background-color: #B0B0B0;
}
.AfterCaption
{
  font-family: Arial, Helvetica, sans-serif;
  font-size: medium;
  font-weight: bold;
  font-style: normal;
  color: #000000;
  background-color: #E0E0E0;
}
.RowHeaderStrongFixed
{
  font-family: Courier New, Courier, monospace;
  font-size: x-small;
  font-weight: bold;
  font-style: normal;
  color: #0033AA;
  background-color: #B0B0B0;
}
.RowHeaderEmphasis
{
  font-family: Arial, Helvetica, sans-serif;
  font-size: small;
  font-weight: normal;
  font-style: italic;
  color: #0033AA;
  background-color: #B0B0B0;
}
.DataStrongFixed
{
  font-family: Courier New, Courier, monospace;
  font-size: x-small;
  font-weight: bold;
  font-style: normal;
  color: #000000;
  background-color: #D3D3D3;
}
.Footer
{
  font-family: Arial, Helvetica, sans-serif;
  font-size: medium;
  font-weight: bold;
  font-style: normal;
  color: #0033AA;
  background-color: #B0B0B0;
}
.FolderAction
{
  font-family: Arial, Helvetica, sans-serif;
  font-size: small;
  font-weight: normal;
  font-style: normal;
  color: #0033AA;
  margin-left: 6pt;
  list-style-type: NONE;
}
.HeaderEmphasisFixed
{
  font-family: Courier New, Courier, monospace;
  font-size: x-small;
  font-weight: normal;
  font-style: italic;
  color: #0033AA;
  background-color: #B0B0B0;
}
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{
  font-family: Arial, Helvetica, sans-serif;
  font-size: large;
  font-weight: bold;
  font-style: italic;
  color: #002288;
  background-color: #E0E0E0;
}
.ErrorContentFixed
{
  font-family: Courier;
  font-size: x-small;
  font-weight: normal;
  font-style: normal;
  color: #002288;
  background-color: #E0E0E0;
}
.SystemFooter
{
  font-family: Arial, Helvetica, sans-serif;
  font-size: large;
  font-weight: bold;
  font-style: italic;
  color: #002288;
  background-color: #E0E0E0;
}
.FooterEmphasisFixed
{
  font-family: Courier New, Courier, monospace;
  font-size: x-small;
  font-weight: normal;
  font-style: italic;
  color: #0033AA;
  background-color: #B0B0B0;
}
.l {text-align: left }
.c {text-align: center }
.r {text-align: right }
.d {text-align: "." }
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<div class="branch">
<a name="IDX"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX1"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX2"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX3"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX4"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2703.815</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2728.631</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2693.815</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX5"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.2007</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.2141</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX6"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">236.7688</td>
<td class="r Data">4</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">212.5891</td>
<td class="r Data">4</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">177.6168</td>
<td class="r Data">4</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX7"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2378</td>
<td class="r Data">0.0545</td>
<td class="r Data">19.0661</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data">0.2809</td>
<td class="r Data">0.0525</td>
<td class="r Data">28.6527</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data">0.1468</td>
<td class="r Data">0.0528</td>
<td class="r Data">7.7483</td>
<td class="r Data">0.0054</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.7079</td>
<td class="r Data">0.0860</td>
<td class="r Data">67.7752</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2107</td>
<td class="r Data">0.0733</td>
<td class="r Data">8.2584</td>
<td class="r Data">0.0041</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX8"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.324</td>
<td class="r Data">1.195</td>
<td class="r Data">1.468</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.158</td>
<td class="r Data">1.044</td>
<td class="r Data">1.284</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.030</td>
<td class="r Data">1.715</td>
<td class="r Data">2.402</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.810</td>
<td class="r Data">0.702</td>
<td class="r Data">0.935</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX9"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">67.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.359</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">31.9</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.360</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.4</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.096</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.679</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX10"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.2378</td>
<td class="r Data" nowrap>-0.3445</td>
<td class="r Data" nowrap>-0.1311</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.2809</td>
<td class="r Data">0.1781</td>
<td class="r Data">0.3838</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.1468</td>
<td class="r Data">0.0434</td>
<td class="r Data">0.2502</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.7079</td>
<td class="r Data">0.5394</td>
<td class="r Data">0.8764</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.2107</td>
<td class="r Data" nowrap>-0.3543</td>
<td class="r Data" nowrap>-0.0670</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX11"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.324</td>
<td class="r Data">1.195</td>
<td class="r Data">1.469</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.158</td>
<td class="r Data">1.046</td>
<td class="r Data">1.286</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.030</td>
<td class="r Data">1.721</td>
<td class="r Data">2.411</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.810</td>
<td class="r Data">0.701</td>
<td class="r Data">0.934</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX12"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">166</td>
<td class="r Data">43</td>
<td class="r Data">847</td>
<td class="r Data">1</td>
<td class="r Data">19.8</td>
<td class="r Data">99.4</td>
<td class="r Data">4.8</td>
<td class="r Data">83.6</td>
<td class="r Data">2.3</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX13"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 2</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX14"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX15"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX16"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX17"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2799.721</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2814.610</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2793.721</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX18"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.1214</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.1295</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX19"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">136.8628</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">131.8838</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">123.1570</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX20"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.1309</td>
<td class="r Data">0.0476</td>
<td class="r Data">7.5663</td>
<td class="r Data">0.0059</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data">0.4475</td>
<td class="r Data">0.0487</td>
<td class="r Data">84.5411</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data">0.2168</td>
<td class="r Data">0.0493</td>
<td class="r Data">19.3190</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX21"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.564</td>
<td class="r Data">1.422</td>
<td class="r Data">1.721</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.242</td>
<td class="r Data">1.128</td>
<td class="r Data">1.368</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX22"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">64.5</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.294</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">35.1</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.295</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.4</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.078</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.647</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX23"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.1309</td>
<td class="r Data" nowrap>-0.2242</td>
<td class="r Data" nowrap>-0.0376</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.4475</td>
<td class="r Data">0.3521</td>
<td class="r Data">0.5429</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.2168</td>
<td class="r Data">0.1201</td>
<td class="r Data">0.3135</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX24"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.564</td>
<td class="r Data">1.423</td>
<td class="r Data">1.722</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.242</td>
<td class="r Data">1.129</td>
<td class="r Data">1.370</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX25"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">166</td>
<td class="r Data">7</td>
<td class="r Data">883</td>
<td class="r Data">1</td>
<td class="r Data">16.4</td>
<td class="r Data">99.4</td>
<td class="r Data">0.8</td>
<td class="r Data">84.2</td>
<td class="r Data">12.5</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX26"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 2</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX27"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX28"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX29"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX30"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2703.815</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2728.631</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2693.815</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX31"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.2007</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.2141</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX32"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">236.7688</td>
<td class="r Data">4</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">212.5891</td>
<td class="r Data">4</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">177.6168</td>
<td class="r Data">4</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX33"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2378</td>
<td class="r Data">0.0545</td>
<td class="r Data">19.0661</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data">0.2809</td>
<td class="r Data">0.0525</td>
<td class="r Data">28.6527</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data">0.1468</td>
<td class="r Data">0.0528</td>
<td class="r Data">7.7483</td>
<td class="r Data">0.0054</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.7079</td>
<td class="r Data">0.0860</td>
<td class="r Data">67.7752</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2107</td>
<td class="r Data">0.0733</td>
<td class="r Data">8.2584</td>
<td class="r Data">0.0041</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX34"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.324</td>
<td class="r Data">1.195</td>
<td class="r Data">1.468</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.158</td>
<td class="r Data">1.044</td>
<td class="r Data">1.284</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.030</td>
<td class="r Data">1.715</td>
<td class="r Data">2.402</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.810</td>
<td class="r Data">0.702</td>
<td class="r Data">0.935</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX35"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">67.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.359</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">31.9</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.360</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.4</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.096</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.679</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX36"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.2378</td>
<td class="r Data" nowrap>-0.3445</td>
<td class="r Data" nowrap>-0.1311</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.2809</td>
<td class="r Data">0.1781</td>
<td class="r Data">0.3838</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.1468</td>
<td class="r Data">0.0434</td>
<td class="r Data">0.2502</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.7079</td>
<td class="r Data">0.5394</td>
<td class="r Data">0.8764</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.2107</td>
<td class="r Data" nowrap>-0.3543</td>
<td class="r Data" nowrap>-0.0670</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX37"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.324</td>
<td class="r Data">1.195</td>
<td class="r Data">1.469</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.158</td>
<td class="r Data">1.046</td>
<td class="r Data">1.286</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.030</td>
<td class="r Data">1.721</td>
<td class="r Data">2.411</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.810</td>
<td class="r Data">0.701</td>
<td class="r Data">0.934</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX38"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">166</td>
<td class="r Data">43</td>
<td class="r Data">847</td>
<td class="r Data">1</td>
<td class="r Data">19.8</td>
<td class="r Data">99.4</td>
<td class="r Data">4.8</td>
<td class="r Data">83.6</td>
<td class="r Data">2.3</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX39"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 3</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX40"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX41"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX42"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX43"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2743.423</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2758.313</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2737.423</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX44"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.1670</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.1782</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX45"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">193.1603</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">167.5536</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">139.1737</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX46"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2271</td>
<td class="r Data">0.0527</td>
<td class="r Data">18.5836</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.8497</td>
<td class="r Data">0.0840</td>
<td class="r Data">102.3523</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.1854</td>
<td class="r Data">0.0723</td>
<td class="r Data">6.5690</td>
<td class="r Data">0.0104</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX47"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.339</td>
<td class="r Data">1.984</td>
<td class="r Data">2.757</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.831</td>
<td class="r Data">0.721</td>
<td class="r Data">0.957</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX48"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">52.6</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.294</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">23.1</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.389</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">24.3</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.078</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.647</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX49"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.2271</td>
<td class="r Data" nowrap>-0.3303</td>
<td class="r Data" nowrap>-0.1238</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.8497</td>
<td class="r Data">0.6851</td>
<td class="r Data">1.0143</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.1854</td>
<td class="r Data" nowrap>-0.3272</td>
<td class="r Data" nowrap>-0.0436</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX50"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.339</td>
<td class="r Data">1.991</td>
<td class="r Data">2.767</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.831</td>
<td class="r Data">0.720</td>
<td class="r Data">0.957</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX51"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">167</td>
<td class="r Data">38</td>
<td class="r Data">852</td>
<td class="r Data">0</td>
<td class="r Data">19.4</td>
<td class="r Data">100.0</td>
<td class="r Data">4.3</td>
<td class="r Data">83.6</td>
<td class="r Data">0.0</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX52"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 3</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX53"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX54"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX55"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX56"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2703.815</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2728.631</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2693.815</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX57"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.2007</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.2141</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX58"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">236.7688</td>
<td class="r Data">4</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">212.5891</td>
<td class="r Data">4</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">177.6168</td>
<td class="r Data">4</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX59"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2378</td>
<td class="r Data">0.0545</td>
<td class="r Data">19.0661</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.7079</td>
<td class="r Data">0.0860</td>
<td class="r Data">67.7752</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2107</td>
<td class="r Data">0.0733</td>
<td class="r Data">8.2584</td>
<td class="r Data">0.0041</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data">0.2809</td>
<td class="r Data">0.0525</td>
<td class="r Data">28.6527</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data">0.1468</td>
<td class="r Data">0.0528</td>
<td class="r Data">7.7483</td>
<td class="r Data">0.0054</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX60"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.030</td>
<td class="r Data">1.715</td>
<td class="r Data">2.402</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.810</td>
<td class="r Data">0.702</td>
<td class="r Data">0.935</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.324</td>
<td class="r Data">1.195</td>
<td class="r Data">1.468</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.158</td>
<td class="r Data">1.044</td>
<td class="r Data">1.284</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX61"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">67.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.359</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">31.9</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.360</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.4</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.096</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.679</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX62"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.2378</td>
<td class="r Data" nowrap>-0.3445</td>
<td class="r Data" nowrap>-0.1311</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.7079</td>
<td class="r Data">0.5394</td>
<td class="r Data">0.8764</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.2107</td>
<td class="r Data" nowrap>-0.3543</td>
<td class="r Data" nowrap>-0.0670</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.2809</td>
<td class="r Data">0.1781</td>
<td class="r Data">0.3838</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.1468</td>
<td class="r Data">0.0434</td>
<td class="r Data">0.2502</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX63"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.030</td>
<td class="r Data">1.721</td>
<td class="r Data">2.411</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.810</td>
<td class="r Data">0.701</td>
<td class="r Data">0.934</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.324</td>
<td class="r Data">1.195</td>
<td class="r Data">1.469</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.158</td>
<td class="r Data">1.046</td>
<td class="r Data">1.286</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX64"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">166</td>
<td class="r Data">43</td>
<td class="r Data">847</td>
<td class="r Data">1</td>
<td class="r Data">19.8</td>
<td class="r Data">99.4</td>
<td class="r Data">4.8</td>
<td class="r Data">83.6</td>
<td class="r Data">2.3</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX65"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 4</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX66"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX67"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX68"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX69"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2743.423</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2758.313</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2737.423</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX70"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.1670</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.1782</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX71"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">193.1603</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">167.5536</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">139.1737</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX72"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2271</td>
<td class="r Data">0.0527</td>
<td class="r Data">18.5836</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.8497</td>
<td class="r Data">0.0840</td>
<td class="r Data">102.3523</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.1854</td>
<td class="r Data">0.0723</td>
<td class="r Data">6.5690</td>
<td class="r Data">0.0104</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX73"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.339</td>
<td class="r Data">1.984</td>
<td class="r Data">2.757</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.831</td>
<td class="r Data">0.721</td>
<td class="r Data">0.957</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX74"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">52.6</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.294</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">23.1</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.389</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">24.3</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.078</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.647</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX75"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.2271</td>
<td class="r Data" nowrap>-0.3303</td>
<td class="r Data" nowrap>-0.1238</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.8497</td>
<td class="r Data">0.6851</td>
<td class="r Data">1.0143</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.1854</td>
<td class="r Data" nowrap>-0.3272</td>
<td class="r Data" nowrap>-0.0436</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX76"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.339</td>
<td class="r Data">1.991</td>
<td class="r Data">2.767</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.831</td>
<td class="r Data">0.720</td>
<td class="r Data">0.957</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX77"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">167</td>
<td class="r Data">38</td>
<td class="r Data">852</td>
<td class="r Data">0</td>
<td class="r Data">19.4</td>
<td class="r Data">100.0</td>
<td class="r Data">4.3</td>
<td class="r Data">83.6</td>
<td class="r Data">0.0</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX78"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 4</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX79"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX80"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX81"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX82"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2709.812</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2729.665</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2701.812</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX83"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.1946</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.2076</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX84"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">228.7717</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">204.8358</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">172.3372</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX85"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2652</td>
<td class="r Data">0.0536</td>
<td class="r Data">24.4760</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.7283</td>
<td class="r Data">0.0855</td>
<td class="r Data">72.5611</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2005</td>
<td class="r Data">0.0730</td>
<td class="r Data">7.5372</td>
<td class="r Data">0.0060</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data">0.3044</td>
<td class="r Data">0.0517</td>
<td class="r Data">34.6852</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX86"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.072</td>
<td class="r Data">1.752</td>
<td class="r Data">2.449</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.818</td>
<td class="r Data">0.709</td>
<td class="r Data">0.944</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.356</td>
<td class="r Data">1.225</td>
<td class="r Data">1.500</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX87"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">67.2</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.348</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">32.4</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.350</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.4</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.093</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.674</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX88"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.2652</td>
<td class="r Data" nowrap>-0.3702</td>
<td class="r Data" nowrap>-0.1601</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.7283</td>
<td class="r Data">0.5607</td>
<td class="r Data">0.8958</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.2005</td>
<td class="r Data" nowrap>-0.3436</td>
<td class="r Data" nowrap>-0.0574</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.3044</td>
<td class="r Data">0.2031</td>
<td class="r Data">0.4057</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX89"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.072</td>
<td class="r Data">1.758</td>
<td class="r Data">2.459</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.818</td>
<td class="r Data">0.708</td>
<td class="r Data">0.944</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.356</td>
<td class="r Data">1.226</td>
<td class="r Data">1.501</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX90"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">167</td>
<td class="r Data">41</td>
<td class="r Data">849</td>
<td class="r Data">0</td>
<td class="r Data">19.7</td>
<td class="r Data">100.0</td>
<td class="r Data">4.6</td>
<td class="r Data">83.6</td>
<td class="r Data">0.0</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX91"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 5</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX92"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX93"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX94"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX95"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2743.423</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2758.313</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2737.423</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX96"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.1670</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.1782</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX97"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">193.1603</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">167.5536</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">139.1737</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX98"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2271</td>
<td class="r Data">0.0527</td>
<td class="r Data">18.5836</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.8497</td>
<td class="r Data">0.0840</td>
<td class="r Data">102.3523</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.1854</td>
<td class="r Data">0.0723</td>
<td class="r Data">6.5690</td>
<td class="r Data">0.0104</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX99"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.339</td>
<td class="r Data">1.984</td>
<td class="r Data">2.757</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.831</td>
<td class="r Data">0.721</td>
<td class="r Data">0.957</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX100"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">52.6</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.294</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">23.1</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.389</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">24.3</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.078</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.647</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX101"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.2271</td>
<td class="r Data" nowrap>-0.3303</td>
<td class="r Data" nowrap>-0.1238</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.8497</td>
<td class="r Data">0.6851</td>
<td class="r Data">1.0143</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.1854</td>
<td class="r Data" nowrap>-0.3272</td>
<td class="r Data" nowrap>-0.0436</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX102"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.339</td>
<td class="r Data">1.991</td>
<td class="r Data">2.767</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.831</td>
<td class="r Data">0.720</td>
<td class="r Data">0.957</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX103"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">167</td>
<td class="r Data">38</td>
<td class="r Data">852</td>
<td class="r Data">0</td>
<td class="r Data">19.4</td>
<td class="r Data">100.0</td>
<td class="r Data">4.3</td>
<td class="r Data">83.6</td>
<td class="r Data">0.0</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX104"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 5</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX105"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX106"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX107"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX108"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2731.065</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2750.918</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2723.065</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX109"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.1783</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.1901</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX110"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">207.5181</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">180.9082</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">148.6006</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX111"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.1946</td>
<td class="r Data">0.0534</td>
<td class="r Data">13.2818</td>
<td class="r Data">0.0003</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.8147</td>
<td class="r Data">0.0846</td>
<td class="r Data">92.7525</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.2016</td>
<td class="r Data">0.0728</td>
<td class="r Data">7.6709</td>
<td class="r Data">0.0056</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data">0.1947</td>
<td class="r Data">0.0524</td>
<td class="r Data">13.7937</td>
<td class="r Data">0.0002</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX112"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.259</td>
<td class="r Data">1.913</td>
<td class="r Data">2.666</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.817</td>
<td class="r Data">0.709</td>
<td class="r Data">0.943</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.215</td>
<td class="r Data">1.096</td>
<td class="r Data">1.346</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX113"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">65.0</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.324</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">32.7</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.331</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">2.3</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.086</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.662</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX114"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.1946</td>
<td class="r Data" nowrap>-0.2993</td>
<td class="r Data" nowrap>-0.0900</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.8147</td>
<td class="r Data">0.6489</td>
<td class="r Data">0.9805</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.2016</td>
<td class="r Data" nowrap>-0.3443</td>
<td class="r Data" nowrap>-0.0589</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.1947</td>
<td class="r Data">0.0920</td>
<td class="r Data">0.2975</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX115"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.259</td>
<td class="r Data">1.920</td>
<td class="r Data">2.676</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.817</td>
<td class="r Data">0.708</td>
<td class="r Data">0.942</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.215</td>
<td class="r Data">1.098</td>
<td class="r Data">1.348</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX116"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">167</td>
<td class="r Data">36</td>
<td class="r Data">854</td>
<td class="r Data">0</td>
<td class="r Data">19.2</td>
<td class="r Data">100.0</td>
<td class="r Data">4.0</td>
<td class="r Data">83.6</td>
<td class="r Data">0.0</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX117"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 6</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX118"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX119"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX120"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX121"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1120.929</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1130.855</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1116.929</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX122"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8202</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8749</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX123"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1813.6548</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1366.4368</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">542.4372</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX124"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data">0.3413</td>
<td class="r Data">0.0775</td>
<td class="r Data">19.3764</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.7739</td>
<td class="r Data">0.1191</td>
<td class="r Data">542.4372</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX125"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">16.021</td>
<td class="r Data">12.686</td>
<td class="r Data">20.233</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX126"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">92.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.903</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">2.3</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.951</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">5.0</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.241</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.952</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX127"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">0.3413</td>
<td class="r Data">0.1893</td>
<td class="r Data">0.4933</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.7739</td>
<td class="r Data">2.5405</td>
<td class="r Data">3.0073</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX128"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">16.021</td>
<td class="r Data">12.807</td>
<td class="r Data">20.443</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX129"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">164</td>
<td class="r Data">641</td>
<td class="r Data">249</td>
<td class="r Data">3</td>
<td class="r Data">76.2</td>
<td class="r Data">98.2</td>
<td class="r Data">72.0</td>
<td class="r Data">60.3</td>
<td class="r Data">0.5</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX130"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 6</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX131"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX132"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX133"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX134"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1012.338</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1042.117</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1000.338</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX135"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8390</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8949</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX136"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1930.2452</td>
<td class="r Data">5</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1397.6906</td>
<td class="r Data">5</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">482.5967</td>
<td class="r Data">5</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX137"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data">0.0179</td>
<td class="r Data">0.0961</td>
<td class="r Data">0.0347</td>
<td class="r Data">0.8522</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.9671</td>
<td class="r Data">0.1358</td>
<td class="r Data">477.7031</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.0231</td>
<td class="r Data">0.0866</td>
<td class="r Data">0.0709</td>
<td class="r Data">0.7900</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data">0.1997</td>
<td class="r Data">0.0877</td>
<td class="r Data">5.1862</td>
<td class="r Data">0.0228</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">1.0462</td>
<td class="r Data">0.1327</td>
<td class="r Data">62.1613</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.1860</td>
<td class="r Data">0.1283</td>
<td class="r Data">2.1039</td>
<td class="r Data">0.1469</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX138"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">19.435</td>
<td class="r Data">14.895</td>
<td class="r Data">25.360</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.977</td>
<td class="r Data">0.825</td>
<td class="r Data">1.158</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.221</td>
<td class="r Data">1.028</td>
<td class="r Data">1.450</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.847</td>
<td class="r Data">2.195</td>
<td class="r Data">3.693</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.830</td>
<td class="r Data">0.646</td>
<td class="r Data">1.068</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX139"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">96.4</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.928</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">3.6</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.929</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.1</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.247</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.964</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX140"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">0.0179</td>
<td class="r Data" nowrap>-0.1704</td>
<td class="r Data">0.2062</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.9671</td>
<td class="r Data">2.7010</td>
<td class="r Data">3.2332</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data" nowrap>-0.0231</td>
<td class="r Data" nowrap>-0.1927</td>
<td class="r Data">0.1466</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.1997</td>
<td class="r Data">0.0278</td>
<td class="r Data">0.3716</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0462</td>
<td class="r Data">0.7861</td>
<td class="r Data">1.3063</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.1860</td>
<td class="r Data" nowrap>-0.4374</td>
<td class="r Data">0.0653</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX141"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">19.435</td>
<td class="r Data">15.065</td>
<td class="r Data">25.670</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.977</td>
<td class="r Data">0.825</td>
<td class="r Data">1.158</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.221</td>
<td class="r Data">1.029</td>
<td class="r Data">1.451</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.847</td>
<td class="r Data">2.201</td>
<td class="r Data">3.710</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.830</td>
<td class="r Data">0.645</td>
<td class="r Data">1.067</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX142"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">706</td>
<td class="r Data">184</td>
<td class="r Data">4</td>
<td class="r Data">82.2</td>
<td class="r Data">97.6</td>
<td class="r Data">79.3</td>
<td class="r Data">53.0</td>
<td class="r Data">0.6</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX143"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 7</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX144"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX145"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX146"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX147"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1120.929</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1130.855</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1116.929</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX148"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8202</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8749</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX149"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1813.6548</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1366.4368</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">542.4372</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX150"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data">0.3413</td>
<td class="r Data">0.0775</td>
<td class="r Data">19.3764</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.7739</td>
<td class="r Data">0.1191</td>
<td class="r Data">542.4372</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX151"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">16.021</td>
<td class="r Data">12.686</td>
<td class="r Data">20.233</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX152"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">92.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.903</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">2.3</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.951</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">5.0</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.241</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.952</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX153"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">0.3413</td>
<td class="r Data">0.1893</td>
<td class="r Data">0.4933</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.7739</td>
<td class="r Data">2.5405</td>
<td class="r Data">3.0073</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX154"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">16.021</td>
<td class="r Data">12.807</td>
<td class="r Data">20.443</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX155"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">164</td>
<td class="r Data">641</td>
<td class="r Data">249</td>
<td class="r Data">3</td>
<td class="r Data">76.2</td>
<td class="r Data">98.2</td>
<td class="r Data">72.0</td>
<td class="r Data">60.3</td>
<td class="r Data">0.5</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX156"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 7</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX157"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX158"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX159"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX160"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1099.412</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1119.264</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1091.412</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX161"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8245</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8794</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX162"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1839.1718</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1372.4637</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">526.8276</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX163"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data">0.3060</td>
<td class="r Data">0.0806</td>
<td class="r Data">14.4086</td>
<td class="r Data">0.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.7894</td>
<td class="r Data">0.1220</td>
<td class="r Data">522.5078</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data">0.2053</td>
<td class="r Data">0.0782</td>
<td class="r Data">6.8864</td>
<td class="r Data">0.0087</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data">0.3136</td>
<td class="r Data">0.0866</td>
<td class="r Data">13.1121</td>
<td class="r Data">0.0003</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX164"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">16.271</td>
<td class="r Data">12.810</td>
<td class="r Data">20.667</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.228</td>
<td class="r Data">1.053</td>
<td class="r Data">1.431</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.368</td>
<td class="r Data">1.155</td>
<td class="r Data">1.622</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX165"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">95.6</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.914</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">4.2</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.915</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.2</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.243</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.957</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX166"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">0.3060</td>
<td class="r Data">0.1480</td>
<td class="r Data">0.4640</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.7894</td>
<td class="r Data">2.5502</td>
<td class="r Data">3.0285</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.2053</td>
<td class="r Data">0.0520</td>
<td class="r Data">0.3587</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.3136</td>
<td class="r Data">0.1439</td>
<td class="r Data">0.4834</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX167"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">16.271</td>
<td class="r Data">12.932</td>
<td class="r Data">20.880</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.228</td>
<td class="r Data">1.054</td>
<td class="r Data">1.433</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.368</td>
<td class="r Data">1.157</td>
<td class="r Data">1.625</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX168"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">674</td>
<td class="r Data">216</td>
<td class="r Data">4</td>
<td class="r Data">79.2</td>
<td class="r Data">97.6</td>
<td class="r Data">75.7</td>
<td class="r Data">57.0</td>
<td class="r Data">0.6</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX169"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 8</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX170"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX171"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX172"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX173"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1120.929</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1130.855</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1116.929</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX174"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8202</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8749</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX175"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1813.6548</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1366.4368</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">542.4372</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX176"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data">0.3413</td>
<td class="r Data">0.0775</td>
<td class="r Data">19.3764</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.7739</td>
<td class="r Data">0.1191</td>
<td class="r Data">542.4372</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX177"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">16.021</td>
<td class="r Data">12.686</td>
<td class="r Data">20.233</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX178"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">92.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.903</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">2.3</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.951</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">5.0</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.241</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.952</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX179"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">0.3413</td>
<td class="r Data">0.1893</td>
<td class="r Data">0.4933</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.7739</td>
<td class="r Data">2.5405</td>
<td class="r Data">3.0073</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX180"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">16.021</td>
<td class="r Data">12.807</td>
<td class="r Data">20.443</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX181"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">164</td>
<td class="r Data">641</td>
<td class="r Data">249</td>
<td class="r Data">3</td>
<td class="r Data">76.2</td>
<td class="r Data">98.2</td>
<td class="r Data">72.0</td>
<td class="r Data">60.3</td>
<td class="r Data">0.5</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX182"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 8</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX183"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX184"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX185"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX186"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1013.546</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1033.399</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1005.546</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX187"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8382</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8941</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX188"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1925.0377</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1395.6705</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">486.1428</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX189"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.00706</td>
<td class="r Data">0.0949</td>
<td class="r Data">0.0055</td>
<td class="r Data">0.9406</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.9602</td>
<td class="r Data">0.1349</td>
<td class="r Data">481.8385</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.1619</td>
<td class="r Data">0.1262</td>
<td class="r Data">1.6462</td>
<td class="r Data">0.1995</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">1.0542</td>
<td class="r Data">0.1300</td>
<td class="r Data">65.7680</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX190"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">19.301</td>
<td class="r Data">14.818</td>
<td class="r Data">25.140</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.851</td>
<td class="r Data">0.664</td>
<td class="r Data">1.089</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">2.870</td>
<td class="r Data">2.224</td>
<td class="r Data">3.702</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX191"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">95.9</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.927</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">3.2</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.936</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.9</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.247</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.964</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX192"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-0.00706</td>
<td class="r Data" nowrap>-0.1930</td>
<td class="r Data">0.1788</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.9602</td>
<td class="r Data">2.6958</td>
<td class="r Data">3.2245</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.1619</td>
<td class="r Data" nowrap>-0.4092</td>
<td class="r Data">0.0854</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0542</td>
<td class="r Data">0.7994</td>
<td class="r Data">1.3090</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX193"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">19.301</td>
<td class="r Data">14.986</td>
<td class="r Data">25.445</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.851</td>
<td class="r Data">0.663</td>
<td class="r Data">1.089</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">2.870</td>
<td class="r Data">2.233</td>
<td class="r Data">3.724</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX194"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">704</td>
<td class="r Data">186</td>
<td class="r Data">4</td>
<td class="r Data">82.0</td>
<td class="r Data">97.6</td>
<td class="r Data">79.1</td>
<td class="r Data">53.3</td>
<td class="r Data">0.6</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX195"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 9</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX196"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX197"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX198"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX199"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2258.121</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2268.048</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2254.121</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX200"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.4727</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.5042</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX201"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">676.4622</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">590.0045</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">447.6912</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX202"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-4.7321</td>
<td class="r Data">0.2278</td>
<td class="r Data">431.6797</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">1.3135</td>
<td class="r Data">0.0621</td>
<td class="r Data">447.6912</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX203"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">3.719</td>
<td class="r Data">3.293</td>
<td class="r Data">4.200</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX204"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">76.5</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.616</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">14.9</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.674</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">8.6</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.164</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.808</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX205"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-4.7321</td>
<td class="r Data" nowrap>-5.1785</td>
<td class="r Data" nowrap>-4.2857</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.3135</td>
<td class="r Data">1.1918</td>
<td class="r Data">1.4351</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX206"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">3.719</td>
<td class="r Data">3.301</td>
<td class="r Data">4.210</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX207"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">201</td>
<td class="r Data">689</td>
<td class="r Data">4</td>
<td class="r Data">34.4</td>
<td class="r Data">97.6</td>
<td class="r Data">22.6</td>
<td class="r Data">80.9</td>
<td class="r Data">2.0</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX208"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 9</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX209"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX210"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX211"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX212"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2203.661</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2233.440</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2191.661</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX213"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.5030</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.5365</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX214"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">738.9227</td>
<td class="r Data">5</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">624.8347</td>
<td class="r Data">5</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">455.5358</td>
<td class="r Data">5</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX215"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-4.5826</td>
<td class="r Data">0.2378</td>
<td class="r Data">371.2692</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">1.2478</td>
<td class="r Data">0.0655</td>
<td class="r Data">362.6998</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data">0.1291</td>
<td class="r Data">0.0603</td>
<td class="r Data">4.5849</td>
<td class="r Data">0.0323</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.0167</td>
<td class="r Data">0.0596</td>
<td class="r Data">0.0781</td>
<td class="r Data">0.7798</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.5918</td>
<td class="r Data">0.0935</td>
<td class="r Data">40.0990</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.3329</td>
<td class="r Data">0.0855</td>
<td class="r Data">15.1510</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX216"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">3.483</td>
<td class="r Data">3.063</td>
<td class="r Data">3.960</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.138</td>
<td class="r Data">1.011</td>
<td class="r Data">1.281</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.983</td>
<td class="r Data">0.875</td>
<td class="r Data">1.105</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.807</td>
<td class="r Data">1.505</td>
<td class="r Data">2.171</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.717</td>
<td class="r Data">0.606</td>
<td class="r Data">0.848</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX217"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">82.3</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.647</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">17.6</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.648</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.2</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.172</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.824</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX218"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-4.5826</td>
<td class="r Data" nowrap>-5.0487</td>
<td class="r Data" nowrap>-4.1164</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.2478</td>
<td class="r Data">1.1194</td>
<td class="r Data">1.3762</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.1291</td>
<td class="r Data">0.0109</td>
<td class="r Data">0.2473</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data" nowrap>-0.0167</td>
<td class="r Data" nowrap>-0.1334</td>
<td class="r Data">0.1001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.5918</td>
<td class="r Data">0.4086</td>
<td class="r Data">0.7750</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.3329</td>
<td class="r Data" nowrap>-0.5005</td>
<td class="r Data" nowrap>-0.1653</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX219"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">3.483</td>
<td class="r Data">3.070</td>
<td class="r Data">3.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.138</td>
<td class="r Data">1.011</td>
<td class="r Data">1.281</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.983</td>
<td class="r Data">0.876</td>
<td class="r Data">1.107</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.807</td>
<td class="r Data">1.510</td>
<td class="r Data">2.180</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.717</td>
<td class="r Data">0.606</td>
<td class="r Data">0.847</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX220"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">162</td>
<td class="r Data">273</td>
<td class="r Data">617</td>
<td class="r Data">5</td>
<td class="r Data">41.2</td>
<td class="r Data">97.0</td>
<td class="r Data">30.7</td>
<td class="r Data">79.2</td>
<td class="r Data">1.8</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX221"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 10</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX222"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX223"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX224"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX225"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2258.121</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2268.048</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2254.121</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX226"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.4727</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.5042</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX227"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">676.4622</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">590.0045</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">447.6912</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX228"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-4.7321</td>
<td class="r Data">0.2278</td>
<td class="r Data">431.6797</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">1.3135</td>
<td class="r Data">0.0621</td>
<td class="r Data">447.6912</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX229"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">3.719</td>
<td class="r Data">3.293</td>
<td class="r Data">4.200</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX230"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">76.5</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.616</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">14.9</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.674</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">8.6</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.164</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.808</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX231"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-4.7321</td>
<td class="r Data" nowrap>-5.1785</td>
<td class="r Data" nowrap>-4.2857</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.3135</td>
<td class="r Data">1.1918</td>
<td class="r Data">1.4351</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX232"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">3.719</td>
<td class="r Data">3.301</td>
<td class="r Data">4.210</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX233"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">201</td>
<td class="r Data">689</td>
<td class="r Data">4</td>
<td class="r Data">34.4</td>
<td class="r Data">97.6</td>
<td class="r Data">22.6</td>
<td class="r Data">80.9</td>
<td class="r Data">2.0</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX234"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 10</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX235"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX236"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX237"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX238"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2245.560</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2265.413</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2237.560</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX239"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.4809</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.5130</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX240"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">693.0234</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">602.6149</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">455.2267</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX241"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-4.6027</td>
<td class="r Data">0.2322</td>
<td class="r Data">393.0650</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">1.2592</td>
<td class="r Data">0.0636</td>
<td class="r Data">391.4162</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data">0.2249</td>
<td class="r Data">0.0569</td>
<td class="r Data">15.6418</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data">0.00197</td>
<td class="r Data">0.0577</td>
<td class="r Data">0.0012</td>
<td class="r Data">0.9727</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX242"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">3.523</td>
<td class="r Data">3.109</td>
<td class="r Data">3.991</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.252</td>
<td class="r Data">1.120</td>
<td class="r Data">1.400</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.002</td>
<td class="r Data">0.895</td>
<td class="r Data">1.122</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX243"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">81.3</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.628</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">18.5</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.629</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.1</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.167</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.814</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX244"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-4.6027</td>
<td class="r Data" nowrap>-5.0577</td>
<td class="r Data" nowrap>-4.1477</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.2592</td>
<td class="r Data">1.1344</td>
<td class="r Data">1.3839</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.2249</td>
<td class="r Data">0.1134</td>
<td class="r Data">0.3363</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.00197</td>
<td class="r Data" nowrap>-0.1111</td>
<td class="r Data">0.1150</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX245"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">3.523</td>
<td class="r Data">3.117</td>
<td class="r Data">4.000</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.252</td>
<td class="r Data">1.121</td>
<td class="r Data">1.401</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.002</td>
<td class="r Data">0.896</td>
<td class="r Data">1.123</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX246"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">162</td>
<td class="r Data">245</td>
<td class="r Data">645</td>
<td class="r Data">5</td>
<td class="r Data">38.5</td>
<td class="r Data">97.0</td>
<td class="r Data">27.5</td>
<td class="r Data">79.9</td>
<td class="r Data">2.0</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX247"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 11</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX248"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX249"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX250"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX251"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2258.121</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2268.048</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2254.121</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX252"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.4727</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.5042</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX253"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">676.4622</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">590.0045</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">447.6912</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX254"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-4.7321</td>
<td class="r Data">0.2278</td>
<td class="r Data">431.6797</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">1.3135</td>
<td class="r Data">0.0621</td>
<td class="r Data">447.6912</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX255"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">3.719</td>
<td class="r Data">3.293</td>
<td class="r Data">4.200</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX256"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">76.5</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.616</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">14.9</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.674</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">8.6</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.164</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.808</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX257"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-4.7321</td>
<td class="r Data" nowrap>-5.1785</td>
<td class="r Data" nowrap>-4.2857</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.3135</td>
<td class="r Data">1.1918</td>
<td class="r Data">1.4351</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX258"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">3.719</td>
<td class="r Data">3.301</td>
<td class="r Data">4.210</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX259"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">201</td>
<td class="r Data">689</td>
<td class="r Data">4</td>
<td class="r Data">34.4</td>
<td class="r Data">97.6</td>
<td class="r Data">22.6</td>
<td class="r Data">80.9</td>
<td class="r Data">2.0</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX260"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 11</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX261"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX262"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX263"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX264"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">2204.272</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">2224.125</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">2196.272</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX265"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.5008</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.5342</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX266"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">734.3117</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">619.3477</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">451.2622</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX267"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-4.6325</td>
<td class="r Data">0.2341</td>
<td class="r Data">391.6358</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">1.2677</td>
<td class="r Data">0.0646</td>
<td class="r Data">385.2288</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.3295</td>
<td class="r Data">0.0853</td>
<td class="r Data">14.9100</td>
<td class="r Data">0.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">0.6339</td>
<td class="r Data">0.0918</td>
<td class="r Data">47.6689</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX268"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">3.553</td>
<td class="r Data">3.130</td>
<td class="r Data">4.032</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.719</td>
<td class="r Data">0.609</td>
<td class="r Data">0.850</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.885</td>
<td class="r Data">1.575</td>
<td class="r Data">2.257</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX269"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">80.6</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.644</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">16.3</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.664</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">3.1</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.171</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.822</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX270"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-4.6325</td>
<td class="r Data" nowrap>-5.0913</td>
<td class="r Data" nowrap>-4.1737</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.2677</td>
<td class="r Data">1.1411</td>
<td class="r Data">1.3943</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.3295</td>
<td class="r Data" nowrap>-0.4967</td>
<td class="r Data" nowrap>-0.1622</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">0.6339</td>
<td class="r Data">0.4540</td>
<td class="r Data">0.8139</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX271"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">3.553</td>
<td class="r Data">3.137</td>
<td class="r Data">4.042</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.719</td>
<td class="r Data">0.608</td>
<td class="r Data">0.850</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.885</td>
<td class="r Data">1.580</td>
<td class="r Data">2.266</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX272"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">248</td>
<td class="r Data">642</td>
<td class="r Data">4</td>
<td class="r Data">38.9</td>
<td class="r Data">97.6</td>
<td class="r Data">27.9</td>
<td class="r Data">79.8</td>
<td class="r Data">1.6</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX273"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 12</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX274"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX275"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX276"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX277"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1120.929</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1130.855</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1116.929</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX278"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8202</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8749</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX279"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1813.6548</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1366.4368</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">542.4372</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX280"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data">0.3413</td>
<td class="r Data">0.0775</td>
<td class="r Data">19.3764</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.7739</td>
<td class="r Data">0.1191</td>
<td class="r Data">542.4372</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX281"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">16.021</td>
<td class="r Data">12.686</td>
<td class="r Data">20.233</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX282"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">92.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.903</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">2.3</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.951</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">5.0</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.241</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.952</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX283"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">0.3413</td>
<td class="r Data">0.1893</td>
<td class="r Data">0.4933</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.7739</td>
<td class="r Data">2.5405</td>
<td class="r Data">3.0073</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX284"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">16.021</td>
<td class="r Data">12.807</td>
<td class="r Data">20.443</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX285"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">164</td>
<td class="r Data">641</td>
<td class="r Data">249</td>
<td class="r Data">3</td>
<td class="r Data">76.2</td>
<td class="r Data">98.2</td>
<td class="r Data">72.0</td>
<td class="r Data">60.3</td>
<td class="r Data">0.5</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX286"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 12</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX287"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX288"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX289"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX290"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1062.857</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1077.747</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1056.857</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX291"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8301</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8855</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX292"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1873.7262</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1388.6048</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">528.0897</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX293"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-2.1190</td>
<td class="r Data">0.3382</td>
<td class="r Data">39.2608</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.5892</td>
<td class="r Data">0.1216</td>
<td class="r Data">453.5619</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">0.6488</td>
<td class="r Data">0.0878</td>
<td class="r Data">54.6071</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX294"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">13.319</td>
<td class="r Data">10.495</td>
<td class="r Data">16.903</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.913</td>
<td class="r Data">1.611</td>
<td class="r Data">2.272</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX295"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">95.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.921</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">3.6</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.928</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.7</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.245</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.961</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX296"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-2.1190</td>
<td class="r Data" nowrap>-2.7818</td>
<td class="r Data" nowrap>-1.4562</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.5892</td>
<td class="r Data">2.3509</td>
<td class="r Data">2.8275</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">0.6488</td>
<td class="r Data">0.4767</td>
<td class="r Data">0.8209</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX297"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">13.319</td>
<td class="r Data">10.592</td>
<td class="r Data">17.072</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.913</td>
<td class="r Data">1.615</td>
<td class="r Data">2.279</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX298"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">694</td>
<td class="r Data">196</td>
<td class="r Data">4</td>
<td class="r Data">81.1</td>
<td class="r Data">97.6</td>
<td class="r Data">78.0</td>
<td class="r Data">54.6</td>
<td class="r Data">0.6</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX299"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 12</td>
</tr>
<tr>
<td class="c SystemTitle">Step 3</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX300"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX301"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX302"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX303"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">979.166</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1013.909</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">965.166</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX304"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8442</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.9005</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX305"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1965.4170</td>
<td class="r Data">6</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1408.3791</td>
<td class="r Data">6</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">468.4401</td>
<td class="r Data">6</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX306"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-2.0252</td>
<td class="r Data">0.3671</td>
<td class="r Data">30.4269</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.8249</td>
<td class="r Data">0.1380</td>
<td class="r Data">419.1450</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">0.5520</td>
<td class="r Data">0.0959</td>
<td class="r Data">33.1461</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.0697</td>
<td class="r Data">0.0886</td>
<td class="r Data">0.6181</td>
<td class="r Data">0.4318</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1</td>
<td class="r Data">0.1189</td>
<td class="r Data">0.0897</td>
<td class="r Data">1.7585</td>
<td class="r Data">0.1848</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1</td>
<td class="r Data">1.1219</td>
<td class="r Data">0.1380</td>
<td class="r Data">66.0664</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-0.3008</td>
<td class="r Data">0.1320</td>
<td class="r Data">5.1939</td>
<td class="r Data">0.0227</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX307"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">16.860</td>
<td class="r Data">12.865</td>
<td class="r Data">22.095</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.737</td>
<td class="r Data">1.439</td>
<td class="r Data">2.096</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.933</td>
<td class="r Data">0.784</td>
<td class="r Data">1.110</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.126</td>
<td class="r Data">0.945</td>
<td class="r Data">1.343</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">3.071</td>
<td class="r Data">2.343</td>
<td class="r Data">4.024</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">0.740</td>
<td class="r Data">0.572</td>
<td class="r Data">0.959</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX308"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">96.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.935</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">3.2</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.935</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.1</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.249</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.967</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX309"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-2.0252</td>
<td class="r Data" nowrap>-2.7447</td>
<td class="r Data" nowrap>-1.3056</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.8249</td>
<td class="r Data">2.5545</td>
<td class="r Data">3.0954</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">0.5520</td>
<td class="r Data">0.3641</td>
<td class="r Data">0.7399</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data" nowrap>-0.0697</td>
<td class="r Data" nowrap>-0.2433</td>
<td class="r Data">0.1040</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">0.1189</td>
<td class="r Data" nowrap>-0.0568</td>
<td class="r Data">0.2947</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.1219</td>
<td class="r Data">0.8513</td>
<td class="r Data">1.3924</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data" nowrap>-0.3008</td>
<td class="r Data" nowrap>-0.5594</td>
<td class="r Data" nowrap>-0.0421</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX310"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">16.860</td>
<td class="r Data">13.011</td>
<td class="r Data">22.365</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.737</td>
<td class="r Data">1.442</td>
<td class="r Data">2.101</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.933</td>
<td class="r Data">0.784</td>
<td class="r Data">1.109</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_amp_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.126</td>
<td class="r Data">0.945</td>
<td class="r Data">1.343</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_th_df_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">3.071</td>
<td class="r Data">2.347</td>
<td class="r Data">4.041</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">attrace_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">0.740</td>
<td class="r Data">0.571</td>
<td class="r Data">0.958</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX311"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">162</td>
<td class="r Data">703</td>
<td class="r Data">187</td>
<td class="r Data">5</td>
<td class="r Data">81.8</td>
<td class="r Data">97.0</td>
<td class="r Data">79.0</td>
<td class="r Data">53.6</td>
<td class="r Data">0.7</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX312"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 13</td>
</tr>
<tr>
<td class="c SystemTitle">Step 1</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX313"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX314"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX315"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX316"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1120.929</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1130.855</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1116.929</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX317"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8202</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8749</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX318"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1813.6548</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1366.4368</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">542.4372</td>
<td class="r Data">1</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX319"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data">0.3413</td>
<td class="r Data">0.0775</td>
<td class="r Data">19.3764</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.7739</td>
<td class="r Data">0.1191</td>
<td class="r Data">542.4372</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX320"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">16.021</td>
<td class="r Data">12.686</td>
<td class="r Data">20.233</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX321"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">92.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.903</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">2.3</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.951</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">5.0</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.241</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.952</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX322"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">0.3413</td>
<td class="r Data">0.1893</td>
<td class="r Data">0.4933</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.7739</td>
<td class="r Data">2.5405</td>
<td class="r Data">3.0073</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX323"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">16.021</td>
<td class="r Data">12.807</td>
<td class="r Data">20.443</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX324"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">164</td>
<td class="r Data">641</td>
<td class="r Data">249</td>
<td class="r Data">3</td>
<td class="r Data">76.2</td>
<td class="r Data">98.2</td>
<td class="r Data">72.0</td>
<td class="r Data">60.3</td>
<td class="r Data">0.5</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX325"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 13</td>
</tr>
<tr>
<td class="c SystemTitle">Step 2</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX326"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX327"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX328"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX329"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1062.857</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1077.747</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1056.857</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX330"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8301</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8855</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX331"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1873.7262</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1388.6048</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">528.0897</td>
<td class="r Data">2</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX332"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-2.1190</td>
<td class="r Data">0.3382</td>
<td class="r Data">39.2608</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.5892</td>
<td class="r Data">0.1216</td>
<td class="r Data">453.5619</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">0.6488</td>
<td class="r Data">0.0878</td>
<td class="r Data">54.6071</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX333"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">13.319</td>
<td class="r Data">10.495</td>
<td class="r Data">16.903</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.913</td>
<td class="r Data">1.611</td>
<td class="r Data">2.272</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX334"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">95.7</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.921</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">3.6</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.928</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.7</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.245</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.961</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX335"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-2.1190</td>
<td class="r Data" nowrap>-2.7818</td>
<td class="r Data" nowrap>-1.4562</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.5892</td>
<td class="r Data">2.3509</td>
<td class="r Data">2.8275</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">0.6488</td>
<td class="r Data">0.4767</td>
<td class="r Data">0.8209</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX336"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">13.319</td>
<td class="r Data">10.592</td>
<td class="r Data">17.072</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.913</td>
<td class="r Data">1.615</td>
<td class="r Data">2.279</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX337"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">694</td>
<td class="r Data">196</td>
<td class="r Data">4</td>
<td class="r Data">81.1</td>
<td class="r Data">97.6</td>
<td class="r Data">78.0</td>
<td class="r Data">54.6</td>
<td class="r Data">0.6</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
<div class="branch">
<p style="page-break-after: always;"><br></p><hr size="3">
<a name="IDX338"></a>
<table class="SysTitleAndFooterContainer" width="100%" cellspacing="1" cellpadding="1" rules="none" frame="void" border="0" summary="Page Layout">
<tr>
<td class="c SystemTitle">DATA = AMP_IAT_voters_only, WEIGHTED</td>
</tr>
<tr>
<td class="c SystemTitle">Model 13</td>
</tr>
<tr>
<td class="c SystemTitle">Step 3</td>
</tr>
</table><br>
<div class="c ProcTitle">The LOGISTIC Procedure</div>
<p>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Model Information">
<colgroup>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="2" scope="colgroup">Model Information</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Data Set</th>
<td class="l Data">TONYAMP.AMP_IAT_VOTERS_ONLY</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Response Variable</th>
<td class="l Data">VoteMcCain</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Response Levels</th>
<td class="l Data">2</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Weight Variable</th>
<td class="l Data">wgtamp</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Model</th>
<td class="l Data">binary logit</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Optimization Technique</th>
<td class="l Data">Fisher&#39;s scoring</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX339"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Observations Summary">
<colgroup>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Read</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Number of Observations Used</th>
<td class="r Data">1057</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Read</th>
<td class="r Data">2113.969</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Sum of Weights Used</th>
<td class="r Data">2113.969</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX340"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Response Profile">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Response Profile</th>
</tr>
<tr>
<th class="r b Header" scope="col">Ordered<br>Value</th>
<th class="l b Header" scope="col">VoteMcCain</th>
<th class="r b Header" scope="col">Total<br>Frequency</th>
<th class="r b Header" scope="col">Total<br>Weight</th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">1</th>
<td class="l Data">1</td>
<td class="r Data">167</td>
<td class="r Data">1056.9620</td>
</tr>
<tr>
<th class="r RowHeader" scope="row">2</th>
<td class="l Data">0</td>
<td class="r Data">890</td>
<td class="r Data">1057.0071</td>
</tr>
</tbody>
</table>
</div>
<br>
<p>
<div class="c ProcTitle">Probability modeled is VoteMcCain=1.</div>
<p>
</div>
<br>
<a name="IDX341"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Convergence Status">
<colgroup>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" scope="col">Model Convergence Status</th>
</tr>
</thead>
<tbody>
<tr>
<td class="c Data" nowrap>Convergence criterion (GCONV=1E-8) satisfied.</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX342"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Fit Statistics">
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="3" scope="colgroup">Model Fit Statistics</th>
</tr>
<tr>
<th class="l b Header" scope="col">Criterion</th>
<th class="r b Header" scope="col">Intercept<br>Only</th>
<th class="r b Header" scope="col">Intercept<br>and<br>Covariates</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">AIC</th>
<td class="r Data">2932.584</td>
<td class="r Data">1060.381</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">SC</th>
<td class="r Data">2937.547</td>
<td class="r Data">1080.234</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">-2 Log L</th>
<td class="r Data">2930.584</td>
<td class="r Data">1052.381</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX343"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: R-Square and Max-rescaled R-Square">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<th class="l RowHeader" scope="row">R-Square</th>
<td class="r Data">0.8308</td>
<th class="l RowHeader" scope="row">Max-rescaled R-Square</th>
<td class="r Data">0.8862</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX344"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Global Tests">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Testing Global Null Hypothesis: BETA=0</th>
</tr>
<tr>
<th class="l b Header" scope="col">Test</th>
<th class="r b Header" scope="col">Chi-Square</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Likelihood Ratio</th>
<td class="r Data">1878.2025</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Score</th>
<td class="r Data">1388.7229</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Wald</th>
<td class="r Data">521.1694</td>
<td class="r Data">3</td>
<td class="r Data">&lt;.0001</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX345"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Parameter Estimates">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="6" scope="colgroup">Analysis of Maximum Likelihood Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">DF</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="r b Header" scope="col">Standard<br>Error</th>
<th class="r b Header" scope="col">Wald<br>Chi-Square</th>
<th class="r b Header" scope="col">Pr&nbsp;&gt;&nbsp;ChiSq</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data">1</td>
<td class="r Data" nowrap>-2.0247</td>
<td class="r Data">0.3384</td>
<td class="r Data">35.8045</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1</td>
<td class="r Data">2.6000</td>
<td class="r Data">0.1229</td>
<td class="r Data">447.7295</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1</td>
<td class="r Data">0.6146</td>
<td class="r Data">0.0886</td>
<td class="r Data">48.1451</td>
<td class="r Data">&lt;.0001</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1</td>
<td class="r Data">0.1678</td>
<td class="r Data">0.0795</td>
<td class="r Data">4.4589</td>
<td class="r Data">0.0347</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX346"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Odds Ratios">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Odds Ratio Estimates</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Point Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Wald<br> Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">13.464</td>
<td class="r Data">10.582</td>
<td class="r Data">17.131</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.849</td>
<td class="r Data">1.554</td>
<td class="r Data">2.199</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.183</td>
<td class="r Data">1.012</td>
<td class="r Data">1.382</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX347"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Association Statistics">
<colgroup>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Association of Predicted Probabilities and<br>Observed Responses</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Percent Concordant</th>
<td class="r Data">96.1</td>
<th class="l RowHeader" scope="row">Somers&#39; D</th>
<td class="r Data">0.922</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Discordant</th>
<td class="r Data">3.8</td>
<th class="l RowHeader" scope="row">Gamma</th>
<td class="r Data">0.923</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Percent Tied</th>
<td class="r Data">0.1</td>
<th class="l RowHeader" scope="row">Tau-a</th>
<td class="r Data">0.246</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">Pairs</th>
<td class="r Data">148630</td>
<th class="l RowHeader" scope="row">c</th>
<td class="r Data">0.961</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX348"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clparm=Wald">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="4" scope="colgroup">Wald Confidence Interval for Parameters</th>
</tr>
<tr>
<th class="l b Header" scope="col">Parameter</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">Intercept</th>
<td class="r Data" nowrap>-2.0247</td>
<td class="r Data" nowrap>-2.6878</td>
<td class="r Data" nowrap>-1.3615</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">2.6000</td>
<td class="r Data">2.3592</td>
<td class="r Data">2.8409</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">0.6146</td>
<td class="r Data">0.4410</td>
<td class="r Data">0.7881</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">0.1678</td>
<td class="r Data">0.0121</td>
<td class="r Data">0.3236</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX349"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: 95% Clodds=PL">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="5" scope="colgroup">Profile Likelihood Confidence Interval for Adjusted Odds Ratios</th>
</tr>
<tr>
<th class="l b Header" scope="col">Effect</th>
<th class="r b Header" scope="col">Unit</th>
<th class="r b Header" scope="col">Estimate</th>
<th class="c b Header" colspan="2" scope="colgroup">95% Confidence Limits</th>
</tr>
</thead>
<tbody>
<tr>
<th class="l RowHeader" scope="row">conservatism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">13.464</td>
<td class="r Data">10.683</td>
<td class="r Data">17.305</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">symb_racism_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.849</td>
<td class="r Data">1.558</td>
<td class="r Data">2.206</td>
</tr>
<tr>
<th class="l RowHeader" scope="row">race_IATall_d</th>
<td class="r Data">1.0000</td>
<td class="r Data">1.183</td>
<td class="r Data">1.012</td>
<td class="r Data">1.383</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<a name="IDX350"></a>
<div>
<div align="center">
<table class="Table" cellspacing="1" cellpadding="7" rules="groups" frame="box" border="1px" bordercolor="#000000" summary="Procedure Logistic: Classification Table">
<colgroup>
<col>
</colgroup>
<colgroup>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<thead>
<tr>
<th class="c b Header" colspan="10" scope="colgroup">Classification Table</th>
</tr>
<tr>
<th class="r b Header" rowspan="2" scope="col">Prob<br>Level</th>
<th class="c b Header" colspan="2" scope="colgroup">Correct</th>
<th class="c b Header" colspan="2" scope="colgroup">Incorrect</th>
<th class="c b Header" colspan="5" scope="colgroup">Percentages</th>
</tr>
<tr>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Event</th>
<th class="r b Header" scope="col">Non-<br>Event</th>
<th class="r b Header" scope="col">Correct</th>
<th class="r b Header" scope="col">Sensi-<br>tivity</th>
<th class="r b Header" scope="col">Speci-<br>ficity</th>
<th class="r b Header" scope="col">False<br> POS </th>
<th class="r b Header" scope="col">False<br> NEG </th>
</tr>
</thead>
<tbody>
<tr>
<th class="r RowHeader" scope="row">0.188</th>
<td class="r Data">163</td>
<td class="r Data">688</td>
<td class="r Data">202</td>
<td class="r Data">4</td>
<td class="r Data">80.5</td>
<td class="r Data">97.6</td>
<td class="r Data">77.3</td>
<td class="r Data">55.3</td>
<td class="r Data">0.6</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
</div>
</body>
</html>
